Bingpeng Ma

Associate Professor, School of Computer and Control Engineering, University of Chinese Academy of Science(UCAS), Beijing, 100190, China.

Visiting Associate Researcher, Visual Information Processing and Learning (VIPL), Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS), Beijing, 100190, China.

Mr. Bingpeng Ma received the PH.D degree in computer science from Institute of Computing Technology, Chinese Academy of Sciences and the supervisor is Prof. Wen GAO From Oct. 2011 to Sept. 2012, he is the academic visitor of University of Caen, France. His supervisor in Caen is Frederic Jurie. He received the B.E. degree in mechanics engineering from the Department of Mechanics, Huazhong University of Science & Technology (HUST), China, in 1998; and the M.S. degree in applied mathematics from the Department of Mathematics, HUST, in 2003. He joined the School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, in March2013. He is also the visiting associate researcher of Visual Information Processing and Learning (VIPL), Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS).

 

Research Interests

Computer Vision

Pattern Recognition

Machine Learning

 

Journal Paper

Wei Zhang, Bingpeng Ma, Kan Liu and Rui Huang. Video-Based Pedestrian Re-Identification by Adaptive Spatio-Temporal Appearance Model, IEEE Trans. on Image Processing. (Accepted with Mandatory Revisions)

Liang Zhang, Bingpeng Ma*, Guorong Li, Qingming Huang and Qi Tian. Cross-modal Retrieval using Multi-ordered Discriminative Structured Subspace Learning, IEEE Trans. on Multimedia. (Accept) (*: Corresponding Author)

Guorong Li, Bingpeng Ma*, Jun Huang, Qingming Huang and Weigang Zhang. Beyond Appearance Model: Learning Appearance Variations for Object Tracking, Neurocomputing, vol. 214, pp. 796-804, November 2016. (*: Corresponding Author)

Hao Liu, Bingpeng Ma, Lei Qin, Junbiao Pang, Chunjie Zhang and Qingming Huang. Set-Label Modeling and Deep Metric Learning on Person Re-Identification. Neurocomputing, vol. 151, no. 3, pp. 1283-1292, March 2015.

Bingpeng Ma, Rui Huang and Lei Qin. VoD: A Novel Image Representation for Head Yaw Estimation. Neurocomputing, vol. 148, pp. 455-466, January 2015.  

Bingpeng Ma, Annan Li, Xiujuan Chai and Shiguang Shan. CovGa: A Novel Descriptor based on Symmetry of Regions for Head Pose Estimation. Neurocomputing, vol. 143, pp. 97-108, November 2014.

Zhen Cui, Hong Chang, Shiguang Shan, Bingpeng Ma and Xilin Chen. Joint Sparse Representation for Video-based Face Recognition. Neurocomputing, vol. 135, pp. 306-312, July 2014.

Bingpeng Ma, Yu Su and Frederic Jurie. Covariance Descriptor based on Bio-inspired Features for Person Re-identification and Face Verification. Image and Vision Computing, vol. 32, no. 6-7, pp. 379-390, June 2014. (Code Available)

Bingpeng Ma, Xiujuan Chai and Tianjiang Wang. A Novel Feature Descriptor based on Biologically Inspired Feature for Head Pose Estimation. Neurocomputing, vol. 115, pp. 1-10, September 2013.

Jiazhong Chen, Zengwei Ju, Cao Hua, Bingpeng Ma, Changnian Chen, Leihua Qin and Rong Li. Accelerated Implementation of Adaptive Directional Lifting-based Discrete Wavelet Transform on GPU. Signal Processing: Image Communication, vol. 28, no. 9, pp. 1202-1211, October 2013.

Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao. A New Robust Method of Head Pose Estimation. Journal of Software, vol. 20, no. 6, pp. 1651-1663, June 2009. (in Chinese)

Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao. Head Yaw Estimation from Asymmetry of Facial Appearance. IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 38, no. 6, pp. 1501-1512, December 2008.

Shutang Yang and Bingpeng Ma. Study on the Extensibility of Video Conferencing with Speech Mixing. Computer Communications, vol. 29, no. 11, pp. 2026-2033, 2006.

Bingpeng Ma, Ju Cao, Shutang Yang, and Shengsheng Yu. The Application of the Queue Theory in Multipoint Communications. Computer Engineering and Applications, vol. 39, no. 16, pp. 73-75, 2003. (in Chinese)

Bingpeng Ma, Ju Cao, Shutang Yang, and Shengsheng Yu. The Application of Computer Simulation in the Questions of Queue in Multipoint Communications. Computer Science, vol. 30, no. 4, pp. 212-214, 2003. (in Chinese)

 

Conference Paper

Xuesong Deng, Bingpeng Ma, Hong Chang, Shiguang Shan and Xilin Chen. Deep Second-order Siamese Network for Pedestrian Re-identification. Asian Conference on Computer Vision, November 2016.

Jianfeng He, Bingpeng Ma*, Shuhui Wang, Yugui Liu and Qingming Huang. Cross-modal Retrieval by Real Label Partial Least Squares. ACM Multimedia, October 2016. (*: Corresponding Author)

Liang Zhang, Bingpeng Ma*, Guorong Li, Qingming Huang and Qi Tian. PL-ranking: A Novel Ranking Method for Cross-Modal Retrieval. ACM Multimedia, October 2016. (*: Corresponding Author)(Long Paper) (Code Available)

Kan Liu, Bingpeng Ma, Wei Zhang and Rui Huang. A Spatio-Temporal Appearance Representation for Video-Based Pedestrian Re-Identification. Proc. IEEE International Conference on Computer Vision, pp. 3810-3818, December 2015.

Bingpeng Ma, Qian Li and Hong Chang. Gaussian Descriptor based on Local Features for Person Re-Identification. ACCV Workshop on HIS, November 2014. (Code Available)

Yuanlu Xu, Bingpeng Ma, Rui Huang and Liang Lin. Person Search in a Scene by Jointly Modeling People Commonness and Person Uniqueness. ACM Multimedia, pp. 937-940, November 2014.

Bingpeng Ma, Annan Li, Xiujuan Chai and Shiguang Shan. Head Yaw Estimation via Symmetry of Regions. IEEE International Conference on Automatic Face and Gesture Recognition, pp. 1-6, April 2013. (Code Available)

Bingpeng Ma, Xu Yang and Shiguang Shan. Head Pose Estimation via Background Removal. Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering, October 2012.

Bingpeng Ma, Yu Su and Frederic Jurie. Local Descriptors Encoded by Fisher Vectors for Person Re-identification. International Workshop conjunction with European Conference on Computer Vision, pp. 413-422, October 2012.

Bingpeng Ma, Yu Su and Frederic Jurie. BiCov: A Novel Image Representation for Person Re-identification and Face Verification. Proc. British Machine Vision Conference, pp. 57.1-57.11, September 2012. (Code Available)

Xiujuan Chai, Zhihao Xu, Qian Li, Bingpeng Ma and Xilin Chen. Robust Hand Tracking by Integrating Appearance, Location and Depth Cues. International Conference on Internet Multimedia Computing and Service, pp. 60-65, September 2012.

Weijun Hu, Bingpeng Ma and Xiujuan Chai. Head Pose Estimation Using Simple Local Gabor Binary Pattern. Chinese Conference on Biometric Recognition, pp 74-81, December 2011.

Xiaoyu Luo, Xiumei Pang, Bingpeng Ma and Fang Liu. Age Estimation using Multi-Label Learning. Chinese Conference on Biometric Recognition, pp. 221-228, December 2011.

Xiujuan Chai, Yili Tang, Shiguang Shan, Xilin Chen and Bingpeng Ma. Image and Depth Fusion Based Hand Tracking and Application. The Joint Conference on Harmonious Human Machine Environment, 2011.

Xiumei Pang, Bingpeng Ma and Tianjiang Wang. Age Estimation Using Bio-inspired Features and DCT Coefficients. Chinese Conference on Pattern Recognition, October 2010. (in Chinese)

Bingpeng Ma and Tianjiang Wang. Head Pose Estimation using Sparse Representation. International Conference on Knowledge Discovery, pp. 389-392, March 2010.

Haili Wang, Yuanhua Qiao, Lijuan Duan, Faming Fang, Jun Miao, and Bingpeng Ma. Visual Selection and Attention Shifting based on FitzHugh-Nagumo Equations. International Symposium on Neural Networks, June 2010.

Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao. Discriminant Analysis for Perceptionally Comparable Classes. IEEE International Conference on Automatic Face and Gesture Recognition, September 2008.

Bingpeng Ma, Wenchao Zhang, Shiguang Shan, Xilin Chen, and Wen Gao. Robust Head Pose Estimation Using LGBP. Proc. International Conference on Pattern Recognition, vol. 2, pp. 512-515, August 2006.

Bingpeng Ma, Fei Yang, Wen Gao, and Baochang Zhang. The Application of Extended Geodesic Distance in Head Poses Estimation. International Conference Advances in Biometrics, pp. 192-198, January 2006.

Fei Yang, Shiguang Shan, Bingpeng Ma, Xilin Chen, and Wen Gao. Using Score Normalization to Solve the Score Variation Problem in Face Authentication. International Workshop on Biometric Recognition Systems, LNCS 3781, pp. 31-38, October 2005.

Zhiheng Niu, Shiguang Shan, Xilin Chen, Bingpeng Ma, and Wen Gao. Enhance ASMs Based on AdaBoost-Based Salient Landmarks Localization and Confidence-Constraint Shape Modeling. International Workshop on Biometric Recognition Systems, LNCS 3781, pp. 9-14, October 2005.

 

Contact Information

E-mail : bpma at ucas dot ac dot cn, bingpeng.ma at vipl dot ict dot ac dot cn

Tel : +86 10 62600521